Macro_Consensus {clue} | R Documentation |
The soft (“fuzzy”) consensus partitions for the macroeconomic partition data given in Gordon and Vichi (2001).
data("Macro_Consensus")
A named cluster ensemble of four soft partitions of 21 countries terms into two classes.
The elements of the ensemble are named "MF1"
, "MF2"
,
"JMF"
, and "S&S"
, and correspond to the median
partitions obtained by applying models 1, 2, and 3 in Gordon and Vichi
(2001) and the approach in Sato and Sato (1994) to the macroeconomic
partition data in Gordon and Vichi (2001), which are available as data
set Macro
.
Table 4 in Gordon and Vichi (2001).
A. D. Gordon and M. Vichi (2001). Fuzzy partition models for fitting a set of partitions. Psychometrika, 66, 229–248.
M. Sato and Y. Sato (1994). On a multicriteria fuzzy clustering method for 3-way data. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2, 127–142.
## Load the median consensus partitions. data("Macro_Consensus") ## Fuzziness using the Partition Coefficient. cl_fuzziness(Macro_Consensus) ## (Correponds to 1 - F in the source.) ## Dissimilarities: cl_dissimilarity(Macro_Consensus) cl_dissimilarity(Macro_Consensus, method = "comem")